Ruihuang Li

Ruihuang Li

I am a third-year PhD student in Computer Science at the The Hong Kong Polytechnic University (HKPolyU), working with Prof. Lei Zhang at the Department of Computing. I received my master degree from Tianjin University, the College of Intelligence and Computing, working with Prof. Qinghua Hu and Prof. Changqing Zhang.

I also work with Prof. Xu Jia as a research intern.

Email / CV / Google Scholar / Github / LinkedIn

Research

My current research interests lie in multimodal large language models and their applications in downstream tasks, such as open-vocabulary scene understanding and fine-grained image understanding.

I have prior experience and a strong focus on 2D/3D object detection and segmentation, weakly-/semi-/unsupervised learning, transfer learning.

Publications
	SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation Ruihuang Li, Chenhang He, Yabin Zhang, Shuai Li, Liyi Chen, Lei Zhang CVPR, 2023 paper / code / bibtex
	DynaMask: Dynamic Mask Selection for Instance Segmentation Ruihuang Li, Chenhang He, Shuai Li, Yabin Zhang, Lei Zhang CVPR, 2023 paper / code / bibtex
	MSF: Motion-guided Sequential Fusion for Efficient 3D Object Detection from Point Cloud Sequences Chenhang He, Ruihuang Li, Yabin Zhang, Shuai Li, Lei Zhang CVPR, 2023 paper / code / bibtex
	One-to-Few Label Assignment for End-to-End Dense Detection Shuai Li, Minghan Li, Ruihuang Li, Chenhang He, Lei Zhang CVPR, 2023 paper / code / bibtex
	FPR: False Positive Rectification for Weakly Supervised Semantic Segmentation Liyi Chen, Chenyang Lei, Ruihuang Li, Shuai Li, Lei Zhang, Zhaoxiang Zhang, Lei Zhang ICCV, 2023 paper / code / bibtex
	Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation Ruihuang Li, Shuai Li, Chenhang He, Yabin Zhang, Xu Jia, Lei Zhang CVPR, 2022 paper / code / bibtex
	Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection from Point Clouds Chenhang He, Ruihuang Li, Shuai Li, Lei Zhang CVPR, 2022 paper / code / bibtex
	Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization Yabin Zhang, Minghan Li, Ruihuang Li, Kui Jia, Lei Zhang CVPR, 2022 (Oral Presentation) paper / code / bibtex
	Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling Takashi Isobe, Xu Jia, Xin Tao, Changlin Li, Ruihuang Li, Yongjie Shi, Mu Jing, Huchuan Lu, Yu-Wing Tai CVPR, 2022 paper / code / bibtex
	A Dual Weighting Label Assignment Scheme for Object Detection Shuai Li, Chenhang He, Ruihuang Li, Lei Zhang CVPR, 2022 paper / code / bibtex
	Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation Ruihuang Li, Xu Jia, Jianzhong He, Shuaijun Chen, Qinghua Hu ICCV, 2021 paper / bibtex
	Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering Ruihuang Li, Changqing Zhang, Huazhu Fu, Tianyi Zhou, Qinghua Hu, ICCV, 2019 paper / code / bibtex
	Flexible Multi-View Representation Learning for Subspace Clustering Ruihuang Li, Changqing Zhang, Qinghua Hu, Pengfei Zhu, Zheng Wang, IJCAI, 2019 paper / code / bibtex

Academic Service and Challenge

Reviewer CVPR '22, '23, ICCV '23
Reviewer TIP, TNNLS